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Programming Education

2 GoKawiil briefs on this topic

Developer reflects on limits of LLM-assisted coding without CS background

A reader without formal computer science training describes spending a year using LLMs to build a complex TypeScript/JavaScript system with APIs, PostgreSQL, and multi-model AI pipelines. When trying to move the project to production, they found themselves stuck fixing cascading errors they didn't fully understand, realizing the system's complexity had outpaced their own comprehension. A programming writer responds publicly to the reader's letter, offering candid, non-definitive thoughts on learning and competence in an AI-assisted coding era.

Snap! visual language aims to teach kids and adults real computer science

Snap! is a block-based programming environment designed to be approachable for beginners while still supporting rigorous computer science education. It extends the block-programming style popularized by Scratch but adds features that let users build higher-order functions, recursion, and other advanced concepts typically reserved for text-based languages.